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Makini maintains a comprehensive data model built from analyzing thousands of industrial systems. When data flows through Makini, we automatically transform it from the source system's format into our standardized structure. For example, purchase orders from SAP, NetSuite, and Dynamics all return with consistent field names, data types, and structures. This normalization happens in real-time as data passes through the API. You also have access to raw data if needed for specific use cases. The unified model covers common entities like purchase orders, work orders, inventory items, vendors, and assets, with extensive field coverage across systems.
Yes, Makini provides extensive customization options for field mappings. Through the connection settings interface, you can view how each system's fields map to Makini's unified model. You can remap fields, add custom field mappings, or create entirely new custom fields that will appear in API responses. These customizations are connection-specific, allowing different mapping configurations for different customers. Mapping changes take effect immediately without requiring code changes. For standardized workflows, default mappings typically provide sufficient coverage. Custom mappings are most useful when integrating with heavily customized systems or when you need fields beyond the standard unified model.
Data synchronization frequency is configurable based on your requirements. For real-time needs, Makini supports webhook-based synchronization where changes trigger immediate updates. For scheduled syncing, common intervals range from every 15 minutes to daily, depending on data volume and business requirements. The initial sync after connecting a system retrieves historical data based on your configuration—typically 30-90 days of historical records. Subsequent syncs are incremental, retrieving only records created or modified since the last sync. Sync frequency doesn't affect pricing. You can also trigger manual syncs on-demand via API when needed for specific workflows.
Yes, you can trigger syncs manually through both the API and the Makini dashboard. The API provides endpoints to initiate syncs for specific entities (purchase orders, work orders, etc.) on a given connection. Manual syncs are useful when you need immediate data updates outside the regular schedule, when onboarding new customers, or when recovering from sync failures. Manual syncs follow the same incremental logic as scheduled syncs, retrieving only changed records since the last successful sync. You can also trigger full re-syncs that ignore the last sync timestamp and retrieve all records within the configured historical period.
